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Ruiz AJ, Allen R, Giallorenzi MK, Samkoe KS, Shane Chapman M, Pogue BW. Smartphone-based dual radiometric fluorescence and white-light imager for quantification of protoporphyrin IX in skin. J Biomed Opt 2023; 28:086003. [PMID: 37638107 PMCID: PMC10460113 DOI: 10.1117/1.jbo.28.8.086003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 07/02/2023] [Accepted: 07/06/2023] [Indexed: 08/29/2023]
Abstract
Significance The quantification of protoporphyrin IX (PpIX) in skin can be used to study photodynamic therapy (PDT) treatments, understand porphyrin mechanisms, and enhance preoperative mapping of non-melanoma skin cancers. Aim We aim to develop a smartphone-based imager for performing simultaneous radiometric fluorescence (FL) and white light (WL) imaging to study the baseline levels, accumulation, and photobleaching of PpIX in skin. Approach A smartphone-based dual FL and WL imager (sDUO) is introduced alongside new radiometric calibration methods for providing SI-units of measurements in both pre-clinical and clinical settings. These radiometric measurements and corresponding PpIX concentration estimations are applied to clinical measurements to understand mechanistic differences between PDT treatments, accumulation differences between normal tissue and actinic keratosis lesions, and the correlation of photosensitizer concentrations to treatment outcomes. Results The sDUO alongside the developed methods provided radiometric FL measurements (nW / cm 2 ) with a demonstrated sub nanomolar PpIX sensitivity in 1% intralipid phantoms. Patients undergoing PDT treatment of actinic keratosis (AK) lesions were imaged, capturing the increase and subsequent decrease in FL associated with the incubation and irradiation timepoints of lamp-based PDT. Furthermore, the clinical measurements showed mechanistic differences in new daylight-based treatment modalities alongside the selective accumulation of PpIX within AK lesions. The use of the radiometric calibration enabled the reporting of detected PpIX FL in units of nW / cm 2 with the use of liquid phantom measurements allowing for the estimation of in-vivo molar concentrations of skin PpIX. Conclusions The phantom, pre-clinical, and clinical measurements demonstrated the capability of the sDUO to provide quantitative measurements of PpIX FL. The results demonstrate the use of the sDUO for the quantification of PpIX accumulation and photobleaching in a clinical setting, with implications for improving the diagnosis and treatment of various skin conditions.
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Affiliation(s)
- Alberto J. Ruiz
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
- QUEL Imaging, LLC, White River Junction, Vermont, United States
| | - Richard Allen
- QUEL Imaging, LLC, White River Junction, Vermont, United States
| | - Mia K. Giallorenzi
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
| | - Kimberley S. Samkoe
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
| | - M. Shane Chapman
- Dartmouth Health, Department of Dermatology, Lebanon, New Hampshire, United States
| | - Brian W. Pogue
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
- University of Wisconsin–Madison, Department of Medical Physics, Madison, Wisconsin, United States
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Ruiz AJ, LaRochelle EPM, Fahrner MP, Emond JA, Samkoe KS, Pogue BW, Chapman MS. Equivalent efficacy of indoor daylight and lamp‐based 5‐aminolevulinic acid photodynamic therapy for treatment of actinic keratosis. Skin Health and Disease 2023. [PMID: 37538332 PMCID: PMC10395623 DOI: 10.1002/ski2.226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2023]
Abstract
Background Photodynamic therapy (PDT) is widely used as a treatment for actinic keratoses (AK), with new sunlight-based regimens proposed as alternatives to lamp-based treatments. Prescribing indoor daylight activation could help address the seasonal temperature, clinical supervision, and access variability associated with outdoor treatments. Objective To compare the AK lesion clearance efficacy of indoor daylight PDT treatment (30 min of 5-aminolevulinic acid (ALA) pre-incubation, followed by 2 h of indoor sunlight) versus a lamp-based PDT treatment (30 min of ALA preincubation, followed by 10 min of red light). Methods A prospective clinical trial was conducted with 41 patients. Topical 10% ALA was applied to the entire treatment site (face, forehead, scalp). Patients were assigned to either the lamp-based or indoor daylight treatment. Actinic keratosis lesion counts were determined by clinical examination and recorded for pre-treatment, 1-month, and 6-month follow-up visits. Results There was no statistical difference in the efficacy of AK lesion clearance between the red-lamp (1-month clearance = 57 ± 17%, 6-month clearance = 57 ± 20%) and indoor daylight treatment (1-month clearance = 61 ± 19%, 6-month clearance = 67 ± 20%). A 95% confidence interval of the difference of the means was measured between -4.4% and 13.4% for 1-month, and -2.2% and +23.6% for 6-month timepoints when comparing the indoor daylight to the red-lamp treatment, with a priori interval of equivalence of ±20%. Limitations Ensuring an equivalent dose between the indoor and lamp treatment cohorts limited randomisation since it required performing indoor daylight treatments only during sunny days. Conclusion Indoor-daylight PDT provided equivalent AK treatment efficacy to a lamp-based regimen while overcoming temperature limitations and UV-block sunscreen issues associated with outdoor sunlight treatments in the winter. Clinical trial registration Clinicaltrials.gov listing: NCT03805737.
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Affiliation(s)
- Alberto J. Ruiz
- Thayer School of Engineering at Dartmouth Hanover New Hampshire USA
| | | | | | | | | | - Brian W. Pogue
- Thayer School of Engineering at Dartmouth Hanover New Hampshire USA
| | - M. Shane Chapman
- Department of Dermatology Geisel School of Medicine at Dartmouth Hanover New Hampshire USA
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LaRochelle EPM, Streeter SS, Littler EA, Ruiz AJ. 3D-Printed Tumor Phantoms for Assessment of In Vivo Fluorescence Imaging Analysis Methods. Mol Imaging Biol 2023; 25:212-220. [PMID: 36307633 PMCID: PMC9970939 DOI: 10.1007/s11307-022-01783-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 10/05/2022] [Accepted: 10/13/2022] [Indexed: 12/30/2022]
Abstract
PURPOSE Interventional fluorescence imaging is increasingly being utilized to quantify cancer biomarkers in both clinical and preclinical models, yet absolute quantification is complicated by many factors. The use of optical phantoms has been suggested by multiple professional organizations for quantitative performance assessment of fluorescence guidance imaging systems. This concept can be further extended to provide standardized tools to compare and assess image analysis metrics. PROCEDURES 3D-printed fluorescence phantoms based on solid tumor models were developed with representative bio-mimicking optical properties. Phantoms were produced with discrete tumors embedded with an NIR fluorophore of fixed concentration and either zero or 3% non-specific fluorophore in the surrounding material. These phantoms were first imaged by two fluorescence imaging systems using two methods of image segmentation, and four assessment metrics were calculated to demonstrate variability in the quantitative assessment of system performance. The same analysis techniques were then applied to one tumor model with decreasing tumor fluorophore concentrations. RESULTS These anatomical phantom models demonstrate the ability to use 3D printing to manufacture anthropomorphic shapes with a wide range of reduced scattering (μs': 0.24-1.06 mm-1) and absorption (μa: 0.005-0.14 mm-1) properties. The phantom imaging and analysis highlight variability in the measured sensitivity metrics associated with tumor visualization. CONCLUSIONS 3D printing techniques provide a platform for demonstrating complex biological models that introduce real-world complexities for quantifying fluorescence image data. Controlled iterative development of these phantom designs can be used as a tool to advance the field and provide context for consensus-building beyond performance assessment of fluorescence imaging platforms, and extend support for standardizing how quantitative metrics are extracted from imaging data and reported in literature.
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Affiliation(s)
- Ethan P M LaRochelle
- QUEL Imaging, 85 N. Main Street Suite 142, White River Junction, VT, 05001, USA.
| | - Samuel S Streeter
- QUEL Imaging, 85 N. Main Street Suite 142, White River Junction, VT, 05001, USA.,Thayer School of Engineering at Dartmouth, 14 Engineering Drive, Hanover, NH, 03755, USA
| | - Eammon A Littler
- QUEL Imaging, 85 N. Main Street Suite 142, White River Junction, VT, 05001, USA
| | - Alberto J Ruiz
- QUEL Imaging, 85 N. Main Street Suite 142, White River Junction, VT, 05001, USA.,Thayer School of Engineering at Dartmouth, 14 Engineering Drive, Hanover, NH, 03755, USA
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Ruiz AJ, LaRochelle EPM, Samkoe KS, Chapman MS, Pogue BW. Effective fluence and dose at skin depth of daylight and lamp sources for PpIX-based photodynamic therapy. Photodiagnosis Photodyn Ther 2023; 41:103260. [PMID: 36627070 DOI: 10.1016/j.pdpdt.2022.103260] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 12/28/2022] [Indexed: 01/09/2023]
Abstract
SIGNIFICANCE Skin-based photodynamic therapy (PDT) is used for the clinical treatment of actinic keratosis (AKs) and other skin lesions with continued expansion into the standard of care. Due to the spectral dependency of photosensitizer activation and skin optical fluence, there is a need for more accurate methods to estimate the delivered dose at depth from different PDT light sources and treatment regimens. AIM Develop radiometric methods for calculating photosensitizer-effective fluence and dose at depth and determine differences between red-lamp, blue-lamp, and daylight-based PDT treatments. METHODS Radiometric measurements of FDA-approved PDT lamp sources, outdoor daylight, and indoor daylight were performed for clinically relevant AK treatments. The protoporphyrin IX (PpIX) equivalent irradiance, fluence, and dose for each light source were calculated from the PpIX absorption spectrum and a 7-layer skin fluence model. The effective fluence and dose at depth was estimated by combining the spectral attenuation predicted at each wavelength and depth with the source fluence at each wavelength. RESULTS The red-lamp source had the highest illuminance (112,000 lumen/m2), but lowest PpIX-effective irradiance (9.6 W/m2), and highest effective fluence at depth (10.8 W/m2 at 500 µm). In contrast, the blue light source had the lowest illuminance (2300 lumen/m2), but highest PpIX effective irradiance (37.0 W/m2), and ultimately the lowest effective fluence at depth (0.18 W/cm2 at 500 µm). The daylight source had values of (outdoor | indoor) illuminance of (49,200 | 37,800 lumen/m2), effective irradiance of (19.2 | 10.7 W/m2), and effective fluence of (1.50 | 1.08 W/m2 at 500 µm). The effective fluence and dose at depth facilitated the comparison of treatment regimens, for example, calculating an equivalent dose for a 2 hr indoor daylight treatment and a 10 min red-light treatment for the 300-1000 μm depth range. CONCLUSIONS The consideration of PpIX-effective fluence at varying depths is necessary to provide adequate comparisons of the delivered dose from PDT light sources. Methods for calculating radiometric fluence and delivered dose at depth were introduced, with open source MATLAB code, to help overcome the limitations of commonly used photometric and irradiance-based reporting.
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Affiliation(s)
- Alberto J Ruiz
- Dartmouth Engineering, 15 Thayer Drive, Hanover, NH 03755, USA; QUEL Imaging, LLC, White River Junction, VT 0500, USA.
| | | | | | - M Shane Chapman
- Department of Dermatology, Dartmouth Hitchcock Medical Center, Lebanon, NH 03766, USA
| | - Brian W Pogue
- Dartmouth Engineering, 15 Thayer Drive, Hanover, NH 03755, USA; Department of Medical Physics, University of Wisconsin-Madison, Madison, WI 53715, USA
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Hunt B, Streeter SS, Ruiz AJ, Chapman MS, Pogue BW. Ultracompact fluorescence smartphone attachment using built-in optics for protoporphyrin-IX quantification in skin. Biomed Opt Express 2021; 12:6995-7008. [PMID: 34858694 PMCID: PMC8606126 DOI: 10.1364/boe.439342] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 09/23/2021] [Accepted: 09/24/2021] [Indexed: 05/02/2023]
Abstract
Smartphone-based fluorescence imaging systems have the potential to provide convenient quantitative image guidance at the point of care. However, common approaches have required the addition of complex optical attachments, which reduce translation potential. In this study, a simple clip-on attachment appropriate for fluorescence imaging of protoporphyrin-IX (PpIX) in skin was designed using the built-in light source and ultrawide camera sensor of a smartphone. Software control for image acquisition and quantitative analysis was developed using the 10-bit video capability of the phone. Optical performance was characterized using PpIX in liquid tissue phantoms and endogenously produced PpIX in mice and human skin. The proposed system achieves a very compact form factor (<30 cm3) and can be readily fabricated using widely available low-cost materials. The limit of detection of PpIX in optical phantoms was <10 nM, with good signal linearity from 10 to 1000 nM (R2 >0.99). Both murine and human skin imaging verified that in vivo PpIX fluorescence was detected within 1 hour of applying aminolevulinic acid (ALA) gel. This ultracompact handheld system for quantification of PpIX in skin is well-suited for dermatology clinical workflows. Due to its simplicity and form factor, the proposed system can be readily adapted for use with other smartphone devices and fluorescence imaging applications. Hardware design and software for the system is made freely available on GitHub (https://github.com/optmed/CompactFluorescenceCam).
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Affiliation(s)
- Brady Hunt
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755, USA
| | - Samuel S. Streeter
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755, USA
| | - Alberto J. Ruiz
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755, USA
| | - M. Shane Chapman
- Geisel School of Medicine, Department of Dermatology, Hanover, New Hampshire 03755, USA
| | - Brian W. Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755, USA
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Ruiz AJ, Garg S, Streeter SS, Giallorenzi MK, LaRochelle EPM, Samkoe KS, Pogue BW. 3D printing fluorescent material with tunable optical properties. Sci Rep 2021; 11:17135. [PMID: 34429467 PMCID: PMC8384872 DOI: 10.1038/s41598-021-96496-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 08/11/2021] [Indexed: 02/06/2023] Open
Abstract
The 3D printing of fluorescent materials could help develop, validate, and translate imaging technologies, including systems for fluorescence-guided surgery. Despite advances in 3D printing techniques for optical targets, no comprehensive method has been demonstrated for the simultaneous incorporation of fluorophores and fine-tuning of absorption and scattering properties. Here, we introduce a photopolymer-based 3D printing method for manufacturing fluorescent material with tunable optical properties. The results demonstrate the ability to 3D print various individual fluorophores at reasonably high fluorescence yields, including IR-125, quantum dots, methylene blue, and rhodamine 590. Furthermore, tuning of the absorption and reduced scattering coefficients is demonstrated within the relevant mamalian soft tissue coefficient ranges of 0.005-0.05 mm-1 and 0.2-1.5 mm-1, respectively. Fabrication of fluorophore-doped biomimicking and complex geometric structures validated the ability to print feature sizes less than 200 μm. The presented methods and optical characterization techniques provide the foundation for the manufacturing of solid 3D printed fluorescent structures, with direct relevance to biomedical optics and the broad adoption of fast manufacturing methods in fluorescence imaging.
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Affiliation(s)
- Alberto J Ruiz
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr., Hanover, NH, 03755, USA.
- QUEL Imaging LLC, 85 N Main Streeet, White River Junction, VT, 05001, USA.
| | - Sadhya Garg
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr., Hanover, NH, 03755, USA
| | - Samuel S Streeter
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr., Hanover, NH, 03755, USA
| | - Mia K Giallorenzi
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr., Hanover, NH, 03755, USA
| | | | - Kimberley S Samkoe
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr., Hanover, NH, 03755, USA
| | - Brian W Pogue
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr., Hanover, NH, 03755, USA
- QUEL Imaging LLC, 85 N Main Streeet, White River Junction, VT, 05001, USA
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Hunt B, Ruiz AJ, Pogue BW. Smartphone-based imaging systems for medical applications: a critical review. J Biomed Opt 2021; 26:JBO-200421VR. [PMID: 33860648 PMCID: PMC8047775 DOI: 10.1117/1.jbo.26.4.040902] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 03/29/2021] [Indexed: 05/15/2023]
Abstract
SIGNIFICANCE Smartphones come with an enormous array of functionality and are being more widely utilized with specialized attachments in a range of healthcare applications. A review of key developments and uses, with an assessment of strengths/limitations in various clinical workflows, was completed. AIM Our review studies how smartphone-based imaging (SBI) systems are designed and tested for specialized applications in medicine and healthcare. An evaluation of current research studies is used to provide guidelines for improving the impact of these research advances. APPROACH First, the established and emerging smartphone capabilities that can be leveraged for biomedical imaging are detailed. Then, methods and materials for fabrication of optical, mechanical, and electrical interface components are summarized. Recent systems were categorized into four groups based on their intended application and clinical workflow: ex vivo diagnostic, in vivo diagnostic, monitoring, and treatment guidance. Lastly, strengths and limitations of current SBI systems within these various applications are discussed. RESULTS The native smartphone capabilities for biomedical imaging applications include cameras, touchscreens, networking, computation, 3D sensing, audio, and motion, in addition to commercial wearable peripheral devices. Through user-centered design of custom hardware and software interfaces, these capabilities have the potential to enable portable, easy-to-use, point-of-care biomedical imaging systems. However, due to barriers in programming of custom software and on-board image analysis pipelines, many research prototypes fail to achieve a prospective clinical evaluation as intended. Effective clinical use cases appear to be those in which handheld, noninvasive image guidance is needed and accommodated by the clinical workflow. Handheld systems for in vivo, multispectral, and quantitative fluorescence imaging are a promising development for diagnostic and treatment guidance applications. CONCLUSIONS A holistic assessment of SBI systems must include interpretation of their value for intended clinical settings and how their implementations enable better workflow. A set of six guidelines are proposed to evaluate appropriateness of smartphone utilization in terms of clinical context, completeness, compactness, connectivity, cost, and claims. Ongoing work should prioritize realistic clinical assessments with quantitative and qualitative comparison to non-smartphone systems to clearly demonstrate the value of smartphone-based systems. Improved hardware design to accommodate the rapidly changing smartphone ecosystem, creation of open-source image acquisition and analysis pipelines, and adoption of robust calibration techniques to address phone-to-phone variability are three high priority areas to move SBI research forward.
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Affiliation(s)
- Brady Hunt
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
- Address all correspondence to Brady Hunt,
| | - Alberto J. Ruiz
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
| | - Brian W. Pogue
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
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Gitajn IL, Elliott JT, Gunn JR, Ruiz AJ, Henderson ER, Pogue BW, Jiang S. Evaluation of bone perfusion during open orthopedic surgery using quantitative dynamic contrast-enhanced fluorescence imaging. Biomed Opt Express 2020; 11:6458-6469. [PMID: 33282501 PMCID: PMC7687926 DOI: 10.1364/boe.399587] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 09/01/2020] [Accepted: 09/07/2020] [Indexed: 06/12/2023]
Abstract
In this study, an indocyanine green (ICG)-based dynamic contrast- enhanced fluorescence imaging (DCE-FI) technique was evaluated as a method to provide objective real-time data on bone perfusion using a porcine osteotomy model. DCE-FI with sequentially increasing injury to osseous blood supply was performed in 12 porcine tibias. There were measurable, reproducible and predictable changes to DCE-FI data across each condition have been observed on simple kinetic curve-derived variables as well variables derived from a novel bone-specific kinetic model. The best accuracy, sensitivity and specificity of 89%, 88% and 90%, have been achieved to effectively differentiate injured from normal/healthy bone.
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Affiliation(s)
- I Leah Gitajn
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, 1 Medical Dr., Lebanon, NH 03766, USA
| | - Jonathan T Elliott
- Department of Surgery, Dartmouth-Hitchcock Medical Center, 1 Medical Dr., Lebanon, NH 03766, USA
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr. Hanover, NH 03755, USA
| | - Jason R Gunn
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr. Hanover, NH 03755, USA
| | - Alberto J Ruiz
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr. Hanover, NH 03755, USA
| | - Eric R Henderson
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, 1 Medical Dr., Lebanon, NH 03766, USA
| | - Brian W Pogue
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr. Hanover, NH 03755, USA
| | - Shudong Jiang
- Thayer School of Engineering, Dartmouth College, 14 Engineering Dr. Hanover, NH 03755, USA
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Jiang S, Elliott JT, Gunn JR, Xu C, Ruiz AJ, Henderson ER, Pogue BW, Gitajn IL. Endosteal and periosteal blood flow quantified with dynamic contrast-enhanced fluorescence to guide open orthopaedic surgery. Proc SPIE Int Soc Opt Eng 2020; 11222. [PMID: 32483397 DOI: 10.1117/12.2546173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Due to the lack of objectively measurable or quantifiable methods to assess the bone perfusion, the success of removing devitalized bone is based almost entirely on surgeon's experience and varies widely across surgeons and centers. In this study, an indocyanine green (ICG)-based dynamic contrast-enhanced fluorescence imaging (DCE-FI) has been developed to objectively assess bone perfusion and guide surgical debridement. A porcine trauma model (n = 6 pigs × 2 legs) with up to 5 conditions of severity in loss of flow in each, was imaged by a commercial fluorescence imaging system. By applying the bone-specific hybrid plug-compartment (HyPC) kinetic model to four-minute video sequences, the perfusion-related metrics, such as peak intensity, total bone blood flow (TBBF) and endosteal bone blood flow to TBBF fraction (EFF) were calculated. The results shown that the combination of TBBF and EFF can effectively differentiate injured from normal bone with the accuracy, sensitivity and specificity of 89%, 88% and 90%, respectively. Our subsequent first in human bone blood flow imaging study confirmed DCE-FI can be successfully translated into human orthopaedic trauma patients.
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Affiliation(s)
- Shudong Jiang
- Thayer School of Engineering, Dartmouth College, Hanover, NH
| | - Jonathan T Elliott
- Thayer School of Engineering, Dartmouth College, Hanover, NH.,Department of Surgery, Dartmouth-Hitchcock Medical Center, Hanover, NH
| | - Jason R Gunn
- Thayer School of Engineering, Dartmouth College, Hanover, NH
| | - Cao Xu
- Thayer School of Engineering, Dartmouth College, Hanover, NH
| | - Alberto J Ruiz
- Thayer School of Engineering, Dartmouth College, Hanover, NH
| | - Eric R Henderson
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Hanover, NH
| | - Brian W Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, NH
| | - I Leah Gitajn
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Hanover, NH
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Ruiz AJ, Wu M, LaRochelle EPM, Gorpas D, Ntziachristos V, Pfefer TJ, Pogue BW. Indocyanine green matching phantom for fluorescence-guided surgery imaging system characterization and performance assessment. J Biomed Opt 2020; 25:1-15. [PMID: 32441066 PMCID: PMC7240319 DOI: 10.1117/1.jbo.25.5.056003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Accepted: 05/11/2020] [Indexed: 05/13/2023]
Abstract
SIGNIFICANCE Expanded use of fluorescence-guided surgery with devices approved for use with indocyanine green (ICG) has led to a range of commercial systems available. There is a compelling need to be able to independently characterize system performance and allow for cross-system comparisons. AIM The goal of this work is to expand on previous proposed fluorescence imaging standard designs to develop a long-term stable phantom that spectrally matches ICG characteristics and utilizes 3D printing technology for incorporating tissue-equivalent materials. APPROACH A batch of test targets was created to assess ICG concentration sensitivity in the 0.3- to 1000-nM range, tissue-equivalent depth sensitivity down to 6 mm, and spatial resolution with a USAF test chart. Comparisons were completed with a range of systems that have significantly different imaging capabilities and applications, including the Li-Cor® Odyssey, Li-Cor® Pearl, PerkinElmer® Solaris, and Stryker® Spy Elite. RESULTS Imaging of the ICG-matching phantoms with all four commercially available systems showed the ability to benchmark system performance and allow for cross-system comparisons. The fluorescence tests were able to assess differences in the detectable concentrations of ICG with sensitivity differences >10× for preclinical and clinical systems. Furthermore, the tests successfully assessed system differences in the depth-signal decay rate, as well as resolution performance and image artifacts. The manufacturing variations, photostability, and mechanical design of the tests showed promise in providing long-term stable standards for fluorescence imaging. CONCLUSIONS The presented ICG-matching phantom provides a major step toward standardizing performance characterization and cross-system comparisons for devices approved for use with ICG. The developed hybrid manufacturing platform can incorporate long-term stable fluorescing agents with 3D printed tissue-equivalent material. Further, long-term testing of the phantom and refinements to the manufacturing process are necessary for future implementation as a widely adopted fluorescence imaging standard.
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Affiliation(s)
- Alberto J. Ruiz
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
- Address all correspondence to Alberto J. Ruiz, E-mail: ; Brian W. Pogue, E-mail:
| | - Mindy Wu
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
| | | | - Dimitris Gorpas
- Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Munich, Germany
- Technical University Munich, Helmholtz Zentrum Munich, Munich, Germany
| | - Vasilis Ntziachristos
- Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Munich, Germany
- Technical University Munich, Helmholtz Zentrum Munich, Munich, Germany
| | - T. Joshua Pfefer
- U.S. Food and Drug Administration, Center for Devices and Radiological Health, Rockville, Maryland, United States
| | - Brian W. Pogue
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
- Geisel School of Medicine, Department of Surgery, Hanover, New Hampshire, United States
- Address all correspondence to Alberto J. Ruiz, E-mail: ; Brian W. Pogue, E-mail:
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Ruiz AJ, LaRochelle EPM, Gunn JR, Hull SM, Hasan T, Chapman MS, Pogue BW. Smartphone fluorescence imager for quantitative dosimetry of protoporphyrin-IX-based photodynamic therapy in skin. J Biomed Opt 2019; 25:1-13. [PMID: 31820594 PMCID: PMC6901011 DOI: 10.1117/1.jbo.25.6.063802] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 10/30/2019] [Indexed: 05/04/2023]
Abstract
Significance: While clinical treatment of actinic keratosis by photodynamic therapy (PDT) is widely practiced, there is a well-known variability in response, primarily caused by heterogeneous accumulation of the photosensitizer protoporphyrin IX (PpIX) between patients and between lesions, but measurement of this is rarely done. Aim: Develop a smartphone-based fluorescence imager for simple quantitative photography of the lesions and their PpIX levels that can be used in a new clinical workflow to guide the reliability of aminolevulinic acid (ALA) application for improved lesion clearance. Approach: The smartphone fluorescence imager uses an iPhone and a custom iOS application for image acquisition, a 3D-printed base for measurement standardization, an emission filter for PpIX fluorescence isolation, and a 405-nm LED ring for optical excitation. System performance was tested to ensure measurement reproducibility and the ability to capture photosensitizer accumulation and photobleaching in pre-clinical and clinical settings. Results: PpIX fluorescence signal from tissue-simulating phantoms showed linear sensitivity in the 0.01 to 2.0 μM range. Murine studies with Ameluz® aminolevulinic acid (ALA) gel and initial human testing with Levulan® ALA cream verified that in-vivo imaging was feasible, including that PpIX production over 1 h is easily captured and that photobleaching from the light treatment could be quantified. Conclusions: The presented device is the first quantitative wide-field fluorescence imaging system for PDT dosimetry designed for clinical skin use and for maximal ease of translation into clinical workflow. The results lay the foundation for using the system in clinical studies to establish treatment thresholds for the individualization of PDT treatment.
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Affiliation(s)
- Alberto J. Ruiz
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
- Address all correspondence to Alberto J. Ruiz, E-mail: ; Brian W. Pogue, E-mail:
| | | | - Jason R. Gunn
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
| | - Sally M. Hull
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
| | - Tayyaba Hasan
- Massachusetts General Hospital, Harvard Medical School, Wellman Center for Photomedicine, Boston, Massachusetts, United States
| | - M. Shane Chapman
- Geisel School of Medicine, Department of Surgery, Hanover, New Hampshire, United States
| | - Brian W. Pogue
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
- Geisel School of Medicine, Department of Surgery, Hanover, New Hampshire, United States
- Address all correspondence to Alberto J. Ruiz, E-mail: ; Brian W. Pogue, E-mail:
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Corral P, Ruiz AJ. [PCSK-9 inhibitors, effects on LDL-C and future implications: What you should know]. Hipertens Riesgo Vasc 2017; 34:176-183. [PMID: 28709786 DOI: 10.1016/j.hipert.2017.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 06/01/2017] [Indexed: 10/19/2022]
Abstract
The discovery of proprotein convertase subtilisin/kexin type 9 (PCSK9) in 2003 in families with familial hypercholesterolemia (HF) later generated the development of pharmacological strategies in order to inhibit this protein. Twelve years after this discovery, the first two biological compounds (monoclonal antibodies) were approved, which have been shown to substantially decrease LDL-C and other lipid subfractions. The objective of the present article is to review the history of the discovery of PCSK9, its physiology and pathophysiology and subsequent pharmacological development. The objectives and goals reached to date and the pending questions regarding the efficacy and safety of its clinical use are presented.
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Affiliation(s)
- P Corral
- Especialista en Medicina Interna, lipidólogo clínico, Facultad Medicina, Universidad FASTA, Departamento Farmacología, Mar del Plata, Buenos Aires, Argentina.
| | - A J Ruiz
- Departamento de Medicina Interna, Departamento de Epidemiología Clínica y Bioestadística, Facultad de Medicina, Pontificia Universidad Javeriana, Bogotá D.C., Colombia
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Kably Ambe A, Ruiz AJ, Baptista AA, Serulle Y, Quesnel BC. [Use of GnRH antagonists (cetrorelix) in assisted reproduction: first report in Mexican literature]. Ginecol Obstet Mex 2002; 70:424-30. [PMID: 12448050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 04/19/2023]
Abstract
The use of GnRH antagonists in assisted reproduction techniques (ARTs) has been shown to be effective in blocking the luteinizing hormone (LH), without a repercussion on ovaric response. The present study reports the use of a GnRH antagonist (cetrorelix) 0.25 mg/d s.c. in patients stimulated with recombinant FSH (rFSH) for IVF/ICSI. 44 patients with mean age of 33.3 years were included in this study, four patients were receptors for oocyte donation program and another patients was receptor for frozen embryos. Controlled ovarian stimulation was carried out with rFSH, starting on day 3 of menstrual cycle. The total mean dose used was 3.570 +/- 1.102 UI for each patient. The LH serum concentrations were monitored during ovaric stimulation, in two patients a premature LH surge (> 10 UI/L) was detected. The oocytes were collected 36 hours after hCG administration, the mean preovulatory oestradiol was 4.006 +/- 2.418 pg/mL. The mean total oocytes retrieved was 10.8 +/- 7.4 per patient, the fertilization rate was 58.3%, in only three patients fertilization was failed. No difference was observed in oocyte retrieval, fertilization rate, implantation rate between both groups (GnRH antagonists versus GnRH agonists). The embryo transfer was realized on day 3, and only two patients was on blastocyst stage. In 17 of 41 patients with successful transfer, pregnancy was achieved in the group with antagonists, and 8 of 20 patients in the group with agonists. In conclusion Cetrorelix prevents adequately premature LH surges and allows an effective ovaric response in controlled stimulation in IVF cycles, except in patients in oocyte donation programs who require higher cetrorelix doses.
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Hill SL, Berry RE, Ruiz AJ. Deep venous thrombosis in the trauma patient. Am Surg 1994; 60:405-8. [PMID: 8198328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The incidence of deep venous thrombosis (DVT) in the trauma population and those risk factors which affect its development remain an enigma. We prospectively studied 100 trauma patients admitted to a Level I trauma center with duplex scans throughout their hospitalization. Fifteen patients (15%) developed DVT. The remaining 85 patients (85%) had no evidence of DVT during their hospitalization. The two groups were similar in sex ratio, Glasgow coma scale, trauma score, and type of injury. Fourteen patients (93%) with DVT had been given prophylactic treatment with 5,000 units of Heparin subcutaneously q12h, and 36 patients (42%) without DVT were similarly treated. The data in this study describe the incidence of DVT (15%) in the trauma population and those patients at most risk for its development. Patients admitted with high Injury Severity Scores and extremity injuries are at most risk for development of DVT.
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Affiliation(s)
- S L Hill
- Department of Surgery, Roanoke Memorial Hospital, Virginia
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Abstract
One hundred consecutive patients with multiple trauma, who were admitted to a level I trauma center with an injury severity score of 10 or greater, were studied prospectively. A duplex scan was used to evaluate each patient initially and at set intervals during the hospitalization for the presence of deep vein thrombosis (DVT). The prophylactic regimen for DVT in this study was 5,000 U of subcutaneous heparin every 12 hours. This was used in 50 patients at the discretion of the attending physician, while the remaining 50 patients received no DVT prophylaxis. Fourteen of 50 patients (28%) who were receiving heparin developed DVT, while only 1 patient (2%) of the 50 who did not receive heparin developed DVT. The use of heparin did not provide any significant protection in the susceptible trauma patient. It is believed that those patients with minimal lower extremity injuries, lower injury severity scores, and a shorter period of immobilization do not require any form of DVT prophylaxis. However, those patients at increased risk for DVT are better served with either increased doses of heparin or alternative forms of DVT prophylaxis.
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Affiliation(s)
- A J Ruiz
- Department of Surgery, Roanoke Memorial Hospital, Virginia
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Ruiz AJ, Chan BB, Meyerhoefer TA, Buck DR, Farley PC, Flanagan TL, Kron IL. Effects of ischemia and hemoglobin on vascular function in isolated rabbit aortas. J Vasc Surg 1991; 13:487-90. [PMID: 2010922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The vascular endothelium is important in the modulation of vascular tone via production of endothelium-derived relaxing and contracting factors. The abdominal aortas of five groups of rabbits were subjected to varying lengths of ischemia (0, 1, 2, 3, or 4 hours), removed, sectioned into transverse rings, and placed in tissue baths containing Krebs' buffer at 37 degrees C and aerated with 95% O2/5% CO2. After equilibration the rings were tested for endothelium-dependent vasodilation with methacholine and nonendothelium-dependent vasodilation with nitroprusside. Endothelium-dependent relaxation as elicited by methacholine was impaired at 3 and 4 hours of ischemia but was not significantly different at 1 and 2 hours as compared to control, whereas endothelium-independent vasodilation remained normal throughout the different periods of ischemia. The addition of 1 x 10(-6) mol/L rabbit hemoglobin reduced the time needed to demonstrate significant impairment of endothelial function to 2 hours. Endothelium-independent vasodilation was not affected by hemoglobin. We conclude that hemoglobin exacerbates ischemia vascular dysfunction in the rabbit aorta.
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Affiliation(s)
- A J Ruiz
- Department of Surgery, University of Virginia Health Sciences Center, Charlottesville 22908
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